PalmNet: Gabor-PCA convolutional networks for touchless palmprint recognition

A Genovese, V Piuri, KN Plataniotis… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Touchless palmprint recognition systems enable high-accuracy recognition of individuals
through less-constrained and highly usable procedures that do not require the contact of the …

A multiple-instance densely-connected ConvNet for aerial scene classification

Q Bi, K Qin, Z Li, H Zhang, K Xu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In contrast with nature scenes, aerial scenes are often composed of many objects crowdedly
distributed on the surface in bird's view, the description of which usually demands more …

All grains, one scheme (AGOS): Learning multigrain instance representation for aerial scene classification

Q Bi, B Zhou, K Qin, Q Ye, GS Xia - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Aerial scene classification remains challenging as: 1) the size of key objects in determining
the scene scheme varies greatly and 2) many objects irrelevant to the scene scheme are …

A novel local pattern descriptor—local vector pattern in high-order derivative space for face recognition

KC Fan, TY Hung - IEEE transactions on image processing, 2014 - ieeexplore.ieee.org
In this paper, a novel local pattern descriptor generated by the proposed local vector pattern
(LVP) in high-order derivative space is presented for use in face recognition. Based on the …

Multi-scale stacking attention pooling for remote sensing scene classification

Q Bi, H Zhang, K Qin - Neurocomputing, 2021 - Elsevier
Remote sensing image scene classification is challenging due to the complicated spatial
arrangement and varied object sizes inside a large-scale aerial image. Among the …

[HTML][HTML] Robust face recognition using the deep C2D-CNN model based on decision-level fusion

J Li, T Qiu, C Wen, K Xie, FQ Wen - Sensors, 2018 - mdpi.com
Given that facial features contain a wide range of identification information and cannot be
completely represented by a single feature, the fusion of multiple features is particularly …

Feature weighting and regularization of common spatial patterns in EEG-based motor imagery BCI

V Mishuhina, X Jiang - IEEE Signal Processing Letters, 2018 - ieeexplore.ieee.org
Electroencephalography signals have very low spatial resolution and electrodes capture
signals that are overlapping each other. To extract the discriminative features and alleviate …

Ensemble of deep convolutional neural networks with Gabor face representations for face recognition

JY Choi, B Lee - IEEE Transactions on Image Processing, 2019 - ieeexplore.ieee.org
Most DCNN-based FR approaches typically employ grayscale or RGB color images as input
representations of DCNN architectures. However, other effective face representation …

Influence of normalization and color space to color texture classification

E Cernadas, M Fernandez-Delgado… - Pattern Recognition, 2017 - Elsevier
Color texture classification has recently attracted significant attention due to its multiple
applications. The color texture images depend on the texture surface and its albedo, the …

Local gradient hexa pattern: A descriptor for face recognition and retrieval

S Chakraborty, SK Singh… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Local descriptors used in face recognition are robust in a sense that these descriptors
perform well in varying pose, illumination, and lighting conditions. The accuracy of these …